LinearComponentSplitterModel

class openstef_models.models.component_splitting.linear_component_splitter.LinearComponentSplitterModel(*args, **kwargs)

Bases: Protocol

Protocol for linear component splitter model interface.

Defines the expected interface for the linear component splitter model loaded from joblib.

predict(x: DataFrame | ndarray[tuple[Any, ...], dtype[float64]]) → ndarray[tuple[Any, ...], dtype[float64]]

Predict energy components from input features.

Parameters:

• x (DataFrame | ndarray[tuple[Any, ...], dtype[float64]]) – Input features as dataframe or numpy array.

• x

Returns:

Predicted components as numpy array.

Return type:

ndarray[tuple[Any, ...], dtype[float64]]

__init__(*args, **kwargs)